Davide Venturelli leads RIACS quantum computing activities and research programs spanning quantum optimization, emerging computing architectures, and scientific applications.
People / current team
Davide Venturelli
Associate Director, Quantum Computing. Quantum optimization, emerging computing systems, and research programs.
Scholarly output
Publications
2022
A Copositive Framework for Analysis of Hybrid Ising-Classical Algorithms
Robin Brown, David E Bernal Neira, Davide Venturelli, Marco Pavone · arXiv preprint arXiv:2207.13630
2024
A Multilevel Approach For Solving Large-Scale QUBO Problems With Noisy Hybrid Quantum Approximate Optimization
Filip B Maciejewski, Bao Gia Bach, Maxime Dupont, P Aaron Lott, Bhuvanesh Sundar, David E Bernal Neira, Ilya Safro, Davide Venturelli · arXiv preprint arXiv:2408.07793
2024
Accelerating Continuous Variable Coherent Ising Machines via Momentum
Robin Brown, Davide Venturelli, Marco Pavone, David E Bernal Neira · arXiv preprint arXiv:2401.12135
2024
Benchmarking the Operation of Quantum Heuristics and Ising Machines: Scoring Parameter Setting Strategies on Optimization Applications
David E Bernal Neira, Robin Brown, Pratik Sathe, Filip Wudarski, Marco Pavone, Eleanor G Rieffel, Davide Venturelli · arXiv e-prints
2024
Combinatorial Reasoning: Selecting Reasons in Generative AI Pipelines via Combinatorial Optimization
Mert Esencan, Tarun Advaith Kumar, Ata Akbari Asanjan, P Aaron Lott, Masoud Mohseni, Can Unlu, Davide Venturelli, Alan Ho · arXiv preprint arXiv:2407.00071
2018
Comparing and integrating constraint programming and temporal planning for quantum circuit compilation
Kyle Booth, Minh Do, J Beck, Eleanor Rieffel, Davide Venturelli, Jeremy Frank · Proceedings of the International Conference on Automated Planning and Scheduling
2018
Compiling quantum circuits to realistic hardware architectures using temporal planners
Davide Venturelli, Minh Do, Eleanor Rieffel, Jeremy Frank · Quantum Science and Technology
2019
Selected highlight
Experimental investigation of performance differences between Coherent Ising Machines and a quantum annealer
Ryan Hamerly, Takahiro Inagaki, Peter L McMahon, Davide Venturelli, Alireza Marandi, Tatsuhiro Onodera, Edwin Ng, Carsten Langrock, Kensuke Inaba, Toshimori Honjo, et al. · Science advances
2019
From ansätze to Z-gates: A NASA view of quantum computing
Eleanor G Rieffel, Stuart Hadfield, Tad Hogg, Salvatore Mandrà, Jeffrey Marshall, Gianni Mossi, Bryan O'Gorman, Eugeniu Plamadeala, Norm M Tubman, Davide Venturelli, et al. · Future Trends of HPC in a Disruptive Scenario
2019
2024
Improving Quantum Approximate Optimization by Noise-Directed Adaptive Remapping
Filip B Maciejewski, Jacob Biamonte, Stuart Hadfield, Davide Venturelli · arXiv preprint arXiv:2404.01412
2020
Integer programming techniques for minor-embedding in quantum annealers
David E Bernal, Kyle EC Booth, Raouf Dridi, Hedayat Alghassi, Sridhar Tayur, Davide Venturelli · Publication venue not recorded
2021
Inter-generational comparison of quantum annealers in solving hard scheduling problems
Bibek Pokharel, Zoe Gonzalez Izquierdo, P Aaron Lott, Elena Strbac, Krzysztof Osiewalski, Emmanuel Papathanasiou, Alexei Kondratyev, Davide Venturelli, Eleanor Rieffel · arXiv preprint arXiv:2112.00727
2019
Leveraging quantum annealing for large MIMO processing in centralized radio access networks
Minsung Kim, Davide Venturelli, Kyle Jamieson · Publication venue not recorded
2022
Mixer-Phaser Ansätze for Quantum Optimization with Hard Constraints
Ryan LaRose, Eleanor Rieffel, Davide Venturelli · Quantum Machine Intelligence
2022
Numerical Gate Synthesis for Quantum Heuristics on Bosonic Quantum Processors
A Barış Özgüler, Davide Venturelli · Frontiers in Physics
2021
Physics-Inspired Heuristics for Soft MIMO Detection in 5G New Radio and Beyond
Minsung Kim, Salvatore Mandrà, Davide Venturelli, Kyle Jamieson · Publication venue not recorded
2019
Power of pausing: Advancing understanding of thermalization in experimental quantum annealers
Jeffrey Marshall, Davide Venturelli, Itay Hen, Eleanor G Rieffel · Physical Review Applied
2019
Quantum annealing applied to de-conflicting optimal trajectories for air traffic management
Tobias Stollenwerk, Bryan O’Gorman, Davide Venturelli, Salvatore Mandra, Olga Rodionova, Hokkwan Ng, Banavar Sridhar, Eleanor Gilbert Rieffel, Rupak Biswas · IEEE transactions on intelligent transportation systems
2021
Quantum Annealing for Large MIMO Downlink Vector Perturbation Precoding
Srikar Kasi, Abhishek Kumar Singh, Davide Venturelli, Kyle Jamieson · Publication venue not recorded
2015
Quantum annealing implementation of job-shop scheduling
Davide Venturelli, Dominic JJ Marchand, Galo Rojo · arXiv preprint arXiv:1506.08479
2020
Quantum annealing speedup of embedded problems via suppression of Griffiths singularities
Sergey Knysh, Eugeniu Plamadeala, Davide Venturelli · Physical Review B
2017
Quantum annealing via environment-mediated quantum diffusion
Vadim N Smelyanskiy, Davide Venturelli, Alejandro Perdomo-Ortiz, Sergey Knysh, Mark I Dykman · Physical review letters
2020
Towards Hybrid Classical-Quantum Computation Structures in Wirelessly-Networked Systems
Minsung Kim, Davide Venturelli, Kyle Jamieson · Publication venue not recorded
2024
Uniformly Decaying Subspaces for Error Mitigated Quantum Computation
Nishchay Suri, Jason Saied, Davide Venturelli · arXiv preprint arXiv:2403.00163
2024
Uplink MIMO Detection using Ising Machines: A Multi-Stage Ising Approach
Abhishek Kumar Singh, Ari Kapelyan, Minsung Kim, Davide Venturelli, Peter L McMahon, Kyle Jamieson · IEEE Transactions on Wireless Communications